When Do Graph Neural Networks Help with Node Classification? Investigating the Homophily Principle on Node Distinguishability

Item #:

075280-1251

Details

DOI: https://doi.org/10.52202/075280-1251
Author(s): Xiao-Wen Chang, Jie Fu, Chenqing Hua, Jure Leskovec, Qincheng Lu, Sitao Luan, Doina Precup, Minkai Xu, Jiaqi Zhu
Pages: 28748-28760 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/075280-1251
Author(s): Xiao-Wen Chang, Jie Fu, Chenqing Hua, Jure Leskovec, Qincheng Lu, Sitao Luan, Doina Precup, Minkai Xu, Jiaqi Zhu
Pages: 28748-28760 (13 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 36
Date/Location: Held 10-16 December 2023, New Orleans, Louisiana, USA.
Series: Advances in Neural Information Processing Systems 36
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)